Dataset info
| Number of variables | 32 |
|---|---|
| Number of observations | 484 |
| Missing cells | 2754 (17.8%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 121.1 KiB |
| Average record size in memory | 256.2 B |
Variables types
| Numeric | 16 |
|---|---|
| Categorical | 8 |
| Boolean | 0 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 7 |
| Unsupported | 0 |
Warnings
Cold_Frac.5-Frac_II+III.@20%FiltrationDuration(h)
Numeric
| Distinct count | 435 |
|---|---|
| Unique (%) | 89.9% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.202446296 |
|---|---|
| Minimum | 2.1875 |
| Maximum | 7.721944444 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2.1875 |
|---|---|
| 5-th percentile | 2.406625 |
| Q1 | 2.782708333 |
| Median | 3.075555556 |
| Q3 | 3.389305556 |
| 95-th percentile | 4.414527778 |
| Maximum | 7.721944444 |
| Range | 5.534444444 |
| Interquartile range | 0.6065972222 |
Descriptive statistics
| Standard deviation | 0.7200937608 |
|---|---|
| Coef of variation | 0.2248574041 |
| Kurtosis | 9.843734835 |
| Mean | 3.202446296 |
| MAD | 0.4688866914 |
| Skewness | 2.54852273 |
| Sum | 1441.100833 |
| Variance | 0.5185350244 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 3.111388889 | 2 | 0.4% | |
| 2.376666667 | 2 | 0.4% | |
| 3.238888889 | 2 | 0.4% | |
| 2.886111111 | 2 | 0.4% | |
| 2.912777778 | 2 | 0.4% | |
| 3.8175 | 2 | 0.4% | |
| 3.242777778 | 2 | 0.4% | |
| 3.009166667 | 2 | 0.4% | |
| 2.816111111 | 2 | 0.4% | |
| 2.930277778 | 2 | 0.4% | |
| Other values (424) | 430 | 88.8% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.1875 | 1 | 0.2% | |
| 2.288611111 | 1 | 0.2% | |
| 2.2975 | 1 | 0.2% | |
| 2.302222222 | 1 | 0.2% | |
| 2.305277778 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.721944444 | 1 | 0.2% | |
| 7.021666667 | 1 | 0.2% | |
| 6.888055556 | 1 | 0.2% | |
| 6.856111111 | 1 | 0.2% | |
| 6.795 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.@20%FiltrationEndTime
Categorical
| Distinct count | 451 |
|---|---|
| Unique (%) | 93.2% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| 28-Sep-2019 03:39:08 PM | 1 |
|---|---|
| 28-Jan-2019 10:21:59 PM | 1 |
| 21-Mar-2019 12:56:39 AM | 1 |
| Other values (447) | |
| (Missing) | 34 |
| Value | Count | Frequency (%) | |
| 28-Sep-2019 03:39:08 PM | 1 | 0.2% | |
| 28-Jan-2019 10:21:59 PM | 1 | 0.2% | |
| 21-Mar-2019 12:56:39 AM | 1 | 0.2% | |
| 05-Oct-2019 04:14:34 AM | 1 | 0.2% | |
| 01-May-2019 05:25:27 AM | 1 | 0.2% | |
| 27-Feb-2019 05:08:51 PM | 1 | 0.2% | |
| 27-Jul-2019 01:14:18 PM | 1 | 0.2% | |
| 02-Aug-2019 03:42:36 PM | 1 | 0.2% | |
| 21-Sep-2019 05:30:03 AM | 1 | 0.2% | |
| 02-May-2019 03:18:13 PM | 1 | 0.2% | |
| Other values (440) | 440 | 90.9% | |
| (Missing) | 34 | 7.0% |
| Max length | 23 |
|---|---|
| Mean length | 21.59504132 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Cold_Frac.5-Frac_II+III.@20%FiltrationStartTime
Categorical
| Distinct count | 451 |
|---|---|
| Unique (%) | 93.2% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| 11-Mar-2019 08:16:34 PM | 1 |
|---|---|
| 08-Oct-2019 12:05:42 PM | 1 |
| 12-Aug-2019 06:24:56 AM | 1 |
| Other values (447) | |
| (Missing) | 34 |
| Value | Count | Frequency (%) | |
| 11-Mar-2019 08:16:34 PM | 1 | 0.2% | |
| 08-Oct-2019 12:05:42 PM | 1 | 0.2% | |
| 12-Aug-2019 06:24:56 AM | 1 | 0.2% | |
| 04-Jul-2019 02:30:20 PM | 1 | 0.2% | |
| 24-Jul-2019 09:42:17 PM | 1 | 0.2% | |
| 11-Sep-2019 07:36:59 AM | 1 | 0.2% | |
| 07-Oct-2019 08:23:15 AM | 1 | 0.2% | |
| 31-Aug-2019 07:48:13 PM | 1 | 0.2% | |
| 02-Jun-2019 12:12:42 PM | 1 | 0.2% | |
| 14-Apr-2019 12:48:55 PM | 1 | 0.2% | |
| Other values (440) | 440 | 90.9% | |
| (Missing) | 34 | 7.0% |
| Max length | 23 |
|---|---|
| Mean length | 21.59504132 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Cold_Frac.5-Frac_II+III.AgingDuration(h)
Numeric
| Distinct count | 449 |
|---|---|
| Unique (%) | 92.8% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19.24986667 |
|---|---|
| Minimum | 6.13 |
| Maximum | 96.88638889 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 6.13 |
|---|---|
| 5-th percentile | 7.769388889 |
| Q1 | 15.19263889 |
| Median | 19.26763889 |
| Q3 | 22.40402778 |
| 95-th percentile | 28.76286111 |
| Maximum | 96.88638889 |
| Range | 90.75638889 |
| Interquartile range | 7.211388889 |
Descriptive statistics
| Standard deviation | 8.845607071 |
|---|---|
| Coef of variation | 0.4595152384 |
| Kurtosis | 32.73131891 |
| Mean | 19.24986667 |
| MAD | 5.202444395 |
| Skewness | 4.163659285 |
| Sum | 8662.44 |
| Variance | 78.24476446 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 18.87694444 | 2 | 0.4% | |
| 15.43611111 | 2 | 0.4% | |
| 8.990277778 | 1 | 0.2% | |
| 23.985 | 1 | 0.2% | |
| 19.13472222 | 1 | 0.2% | |
| 19.09472222 | 1 | 0.2% | |
| 26.14388889 | 1 | 0.2% | |
| 19.05166667 | 1 | 0.2% | |
| 14.0125 | 1 | 0.2% | |
| 16.35 | 1 | 0.2% | |
| Other values (438) | 438 | 90.5% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 6.13 | 1 | 0.2% | |
| 6.448888889 | 1 | 0.2% | |
| 6.527222222 | 1 | 0.2% | |
| 6.531388889 | 1 | 0.2% | |
| 6.604444444 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 96.88638889 | 1 | 0.2% | |
| 95.16055556 | 1 | 0.2% | |
| 88.82305556 | 1 | 0.2% | |
| 51.49555556 | 1 | 0.2% | |
| 47.41472222 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.Calcs.Fr23@20pctAgingDur(hours)
Highly correlated
This variable is highly correlated with Cold_Frac.5-Frac_II+III.AgingDuration(h) and should be ignored for analysis
| Correlation | 1 |
|---|
Cold_Frac.5-Frac_II+III.Calcs.FRII+III@20%FiltrateStepRecovery
Numeric
| Distinct count | 451 |
|---|---|
| Unique (%) | 93.2% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 124.4403021 |
|---|---|
| Minimum | -0.05683432793 |
| Maximum | 136.6433727 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.05683432793 |
|---|---|
| 5-th percentile | 122.3176736 |
| Q1 | 123.8048722 |
| Median | 124.9144019 |
| Q3 | 125.6974603 |
| 95-th percentile | 127.582458 |
| Maximum | 136.6433727 |
| Range | 136.7002071 |
| Interquartile range | 1.892588146 |
Descriptive statistics
| Standard deviation | 6.601471097 |
|---|---|
| Coef of variation | 0.05304930142 |
| Kurtosis | 283.5370683 |
| Mean | 124.4403021 |
| MAD | 1.878059474 |
| Skewness | -15.25980655 |
| Sum | 55998.13596 |
| Variance | 43.57942065 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 123.4934774 | 1 | 0.2% | |
| 125.2033587 | 1 | 0.2% | |
| 125.6689479 | 1 | 0.2% | |
| 123.7044946 | 1 | 0.2% | |
| 125.68283 | 1 | 0.2% | |
| 124.3971352 | 1 | 0.2% | |
| 128.2977387 | 1 | 0.2% | |
| 124.3758382 | 1 | 0.2% | |
| 123.5561778 | 1 | 0.2% | |
| 123.1431312 | 1 | 0.2% | |
| Other values (440) | 440 | 90.9% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.05683432793 | 1 | 0.2% | |
| 102.2148293 | 1 | 0.2% | |
| 104.2776539 | 1 | 0.2% | |
| 106.3649185 | 1 | 0.2% | |
| 106.5362372 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 136.6433727 | 1 | 0.2% | |
| 134.3932315 | 1 | 0.2% | |
| 134.1103274 | 1 | 0.2% | |
| 133.6587171 | 1 | 0.2% | |
| 133.443349 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.Calcs.FRII+III_PasteRecovery
Numeric
| Distinct count | 452 |
|---|---|
| Unique (%) | 93.4% |
| Missing (%) | 6.8% |
| Missing (n) | 33 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 95.26764418 |
|---|---|
| Minimum | 86.76193467 |
| Maximum | 104.3832417 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 86.76193467 |
|---|---|
| 5-th percentile | 91.41996483 |
| Q1 | 92.99044246 |
| Median | 94.27802878 |
| Q3 | 97.40325991 |
| 95-th percentile | 101.5734143 |
| Maximum | 104.3832417 |
| Range | 17.62130705 |
| Interquartile range | 4.412817446 |
Descriptive statistics
| Standard deviation | 3.253167979 |
|---|---|
| Coef of variation | 0.03414766899 |
| Kurtosis | -0.3134254707 |
| Mean | 95.26764418 |
| MAD | 2.638861138 |
| Skewness | 0.7367683959 |
| Sum | 42965.70752 |
| Variance | 10.5831019 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 96.9540086 | 1 | 0.2% | |
| 93.76874723 | 1 | 0.2% | |
| 96.5883343 | 1 | 0.2% | |
| 95.026389 | 1 | 0.2% | |
| 93.31767163 | 1 | 0.2% | |
| 93.05627259 | 1 | 0.2% | |
| 89.88500963 | 1 | 0.2% | |
| 99.05240345 | 1 | 0.2% | |
| 91.92443214 | 1 | 0.2% | |
| 93.25394263 | 1 | 0.2% | |
| Other values (441) | 441 | 91.1% | |
| (Missing) | 33 | 6.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 86.76193467 | 1 | 0.2% | |
| 88.98471188 | 1 | 0.2% | |
| 89.44915419 | 1 | 0.2% | |
| 89.51240997 | 1 | 0.2% | |
| 89.88411742 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 104.3832417 | 1 | 0.2% | |
| 104.0770686 | 1 | 0.2% | |
| 103.0056445 | 1 | 0.2% | |
| 102.7648642 | 1 | 0.2% | |
| 102.6970509 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.Eth_Addition.EndDT
Categorical
| Distinct count | 451 |
|---|---|
| Unique (%) | 93.2% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| 24-Mar-2019 01:07:30 PM | 1 |
|---|---|
| 11-Jul-2019 05:30:40 AM | 1 |
| 24-Aug-2019 03:18:30 AM | 1 |
| Other values (447) | |
| (Missing) | 34 |
| Value | Count | Frequency (%) | |
| 24-Mar-2019 01:07:30 PM | 1 | 0.2% | |
| 11-Jul-2019 05:30:40 AM | 1 | 0.2% | |
| 24-Aug-2019 03:18:30 AM | 1 | 0.2% | |
| 14-Feb-2019 08:15:56 AM | 1 | 0.2% | |
| 26-May-2019 01:31:04 PM | 1 | 0.2% | |
| 06-Jul-2019 03:06:24 PM | 1 | 0.2% | |
| 06-Aug-2019 11:18:35 AM | 1 | 0.2% | |
| 24-Sep-2019 11:30:56 AM | 1 | 0.2% | |
| 04-Feb-2019 08:01:47 PM | 1 | 0.2% | |
| 13-Feb-2019 06:37:09 PM | 1 | 0.2% | |
| Other values (440) | 440 | 90.9% | |
| (Missing) | 34 | 7.0% |
| Max length | 23 |
|---|---|
| Mean length | 21.59504132 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Cold_Frac.5-Frac_II+III.Eth_Addition.StartDT
Categorical
| Distinct count | 451 |
|---|---|
| Unique (%) | 93.2% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| 21-Apr-2019 02:25:12 AM | 1 |
|---|---|
| 02-Aug-2019 04:15:08 AM | 1 |
| 04-Jun-2019 06:48:21 AM | 1 |
| Other values (447) | |
| (Missing) | 34 |
| Value | Count | Frequency (%) | |
| 21-Apr-2019 02:25:12 AM | 1 | 0.2% | |
| 02-Aug-2019 04:15:08 AM | 1 | 0.2% | |
| 04-Jun-2019 06:48:21 AM | 1 | 0.2% | |
| 19-May-2019 08:39:10 PM | 1 | 0.2% | |
| 25-Dec-2018 05:59:41 PM | 1 | 0.2% | |
| 27-Jun-2019 09:34:30 PM | 1 | 0.2% | |
| 02-May-2019 11:00:56 AM | 1 | 0.2% | |
| 09-Apr-2019 11:31:20 AM | 1 | 0.2% | |
| 17-Jun-2019 05:07:31 AM | 1 | 0.2% | |
| 30-Jul-2019 02:40:04 PM | 1 | 0.2% | |
| Other values (440) | 440 | 90.9% | |
| (Missing) | 34 | 7.0% |
| Max length | 23 |
|---|---|
| Mean length | 21.59504132 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Cold_Frac.5-Frac_II+III.Eth_Addition.TankNr
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| V-011 | |
|---|---|
| V-010 | |
| V-012 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| V-011 | 151 | 31.2% | |
| V-010 | 150 | 31.0% | |
| V-012 | 149 | 30.8% | |
| (Missing) | 34 | 7.0% |
| Max length | 5 |
|---|---|
| Mean length | 4.859504132 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Cold_Frac.5-Frac_II+III.Fibra-Cel_(g/L_CPP)(g/L_CPP)
Numeric
| Distinct count | 448 |
|---|---|
| Unique (%) | 92.6% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 22.1111037 |
|---|---|
| Minimum | 19.95622632 |
| Maximum | 24.30332376 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 19.95622632 |
|---|---|
| 5-th percentile | 21.51643721 |
| Q1 | 21.90134708 |
| Median | 22.04273939 |
| Q3 | 22.21565381 |
| 95-th percentile | 22.83218302 |
| Maximum | 24.30332376 |
| Range | 4.347097447 |
| Interquartile range | 0.3143067342 |
Descriptive statistics
| Standard deviation | 0.4606844361 |
|---|---|
| Coef of variation | 0.02083498148 |
| Kurtosis | 5.907218229 |
| Mean | 22.1111037 |
| MAD | 0.2995387512 |
| Skewness | 1.47096038 |
| Sum | 9949.996665 |
| Variance | 0.2122301497 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 22.04128709 | 2 | 0.4% | |
| 22.15098689 | 2 | 0.4% | |
| 21.7143978 | 2 | 0.4% | |
| 21.94294705 | 1 | 0.2% | |
| 22.12987891 | 1 | 0.2% | |
| 22.14199681 | 1 | 0.2% | |
| 21.85330595 | 1 | 0.2% | |
| 21.71241027 | 1 | 0.2% | |
| 22.624995 | 1 | 0.2% | |
| 22.29141953 | 1 | 0.2% | |
| Other values (437) | 437 | 90.3% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 19.95622632 | 1 | 0.2% | |
| 21.09381067 | 1 | 0.2% | |
| 21.20303669 | 1 | 0.2% | |
| 21.27186481 | 1 | 0.2% | |
| 21.37961859 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24.30332376 | 1 | 0.2% | |
| 24.09828545 | 1 | 0.2% | |
| 24.08433255 | 1 | 0.2% | |
| 24.07798605 | 1 | 0.2% | |
| 23.96530343 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.Fibra-Cel_Wt(kg)
Numeric
| Distinct count | 38 |
|---|---|
| Unique (%) | 7.9% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 161.8266667 |
|---|---|
| Minimum | 146 |
| Maximum | 181 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 146 |
|---|---|
| 5-th percentile | 149 |
| Q1 | 157.5 |
| Median | 164 |
| Q3 | 166 |
| 95-th percentile | 170 |
| Maximum | 181 |
| Range | 35 |
| Interquartile range | 8.5 |
Descriptive statistics
| Standard deviation | 7.080173069 |
|---|---|
| Coef of variation | 0.04375158443 |
| Kurtosis | -0.3148430669 |
| Mean | 161.8266667 |
| MAD | 5.66971763 |
| Skewness | -0.5765785773 |
| Sum | 72822 |
| Variance | 50.12885069 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) | |
| 165 | 66 | 13.6% | |
| 166 | 50 | 10.3% | |
| 164 | 49 | 10.1% | |
| 167 | 29 | 6.0% | |
| 163 | 27 | 5.6% | |
| 151 | 23 | 4.8% | |
| 162 | 22 | 4.5% | |
| 150 | 18 | 3.7% | |
| 152 | 18 | 3.7% | |
| 161 | 18 | 3.7% | |
| Other values (27) | 130 | 26.9% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 146 | 4 | 0.8% | |
| 147 | 5 | 1.0% | |
| 148 | 5 | 1.0% | |
| 149 | 17 | 3.5% | |
| 150 | 18 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 181 | 1 | 0.2% | |
| 180 | 2 | 0.4% | |
| 179 | 1 | 0.2% | |
| 178 | 1 | 0.2% | |
| 177 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.FR_II+III@20%FiltrateWeight(kg)
Numeric
| Distinct count | 335 |
|---|---|
| Unique (%) | 69.2% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9335.482222 |
|---|---|
| Minimum | -4 |
| Maximum | 10330 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -4 |
|---|---|
| 5-th percentile | 8645.8 |
| Q1 | 9054 |
| Median | 9529.5 |
| Q3 | 9623.5 |
| 95-th percentile | 9720.2 |
| Maximum | 10330 |
| Range | 10334 |
| Interquartile range | 569.5 |
Descriptive statistics
| Standard deviation | 596.3139342 |
|---|---|
| Coef of variation | 0.06387607196 |
| Kurtosis | 133.4769313 |
| Mean | 9335.482222 |
| MAD | 358.505758 |
| Skewness | -8.909779535 |
| Sum | 4200967 |
| Variance | 355590.3081 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 9609 | 4 | 0.8% | |
| 9540 | 4 | 0.8% | |
| 9588 | 4 | 0.8% | |
| 9496 | 3 | 0.6% | |
| 9519 | 3 | 0.6% | |
| 9578 | 3 | 0.6% | |
| 9581 | 3 | 0.6% | |
| 9551 | 3 | 0.6% | |
| 9604 | 3 | 0.6% | |
| 8777 | 3 | 0.6% | |
| Other values (324) | 417 | 86.2% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -4 | 1 | 0.2% | |
| 7804 | 1 | 0.2% | |
| 7947 | 1 | 0.2% | |
| 7989 | 1 | 0.2% | |
| 8054 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10330 | 1 | 0.2% | |
| 9934 | 1 | 0.2% | |
| 9899 | 1 | 0.2% | |
| 9819 | 1 | 0.2% | |
| 9805 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.Frac_II_+III_@_20%_Temp_of_of_filtrate_@end_recirculation(°C)
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 98.1% |
| Missing (n) | 475 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -4.393274519 |
|---|---|
| Minimum | -5.332933903 |
| Maximum | -3.714850426 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -5.332933903 |
|---|---|
| 5-th percentile | -5.308234692 |
| Q1 | -4.599808693 |
| Median | -4.331887245 |
| Q3 | -3.952740192 |
| 95-th percentile | -3.767751312 |
| Maximum | -3.714850426 |
| Range | 1.618083477 |
| Interquartile range | 0.6470685005 |
Descriptive statistics
| Standard deviation | 0.5848315891 |
|---|---|
| Coef of variation | -0.1331197462 |
| Kurtosis | -0.63103368 |
| Mean | -4.393274519 |
| MAD | 0.4498010918 |
| Skewness | -0.7473220624 |
| Sum | -39.53947067 |
| Variance | 0.3420279876 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -4.331887245 | 1 | 0.2% | |
| -3.952740192 | 1 | 0.2% | |
| -4.104483604 | 1 | 0.2% | |
| -3.847102642 | 1 | 0.2% | |
| -4.599808693 | 1 | 0.2% | |
| -4.384478092 | 1 | 0.2% | |
| -5.271185875 | 1 | 0.2% | |
| -5.332933903 | 1 | 0.2% | |
| -3.714850426 | 1 | 0.2% | |
| (Missing) | 475 | 98.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -5.332933903 | 1 | 0.2% | |
| -5.271185875 | 1 | 0.2% | |
| -4.599808693 | 1 | 0.2% | |
| -4.384478092 | 1 | 0.2% | |
| -4.331887245 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -3.714850426 | 1 | 0.2% | |
| -3.847102642 | 1 | 0.2% | |
| -3.952740192 | 1 | 0.2% | |
| -4.104483604 | 1 | 0.2% | |
| -4.331887245 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.FRII+III@20%_FinalpH
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| 6.9 | |
|---|---|
| 6.8 | |
| 7 | 41 |
| (Missing) | 34 |
| Value | Count | Frequency (%) | |
| 6.9 | 296 | 61.2% | |
| 6.8 | 113 | 23.3% | |
| 7 | 41 | 8.5% | |
| (Missing) | 34 | 7.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Cold_Frac.5-Frac_II+III.Initial_pH
Numeric
| Distinct count | 35 |
|---|---|
| Unique (%) | 7.2% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.300911111 |
|---|---|
| Minimum | 7.05 |
| Maximum | 7.53 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 7.05 |
|---|---|
| 5-th percentile | 7.21 |
| Q1 | 7.26 |
| Median | 7.3 |
| Q3 | 7.34 |
| 95-th percentile | 7.4 |
| Maximum | 7.53 |
| Range | 0.48 |
| Interquartile range | 0.08 |
Descriptive statistics
| Standard deviation | 0.06000234673 |
|---|---|
| Coef of variation | 0.008218473807 |
| Kurtosis | 1.193561802 |
| Mean | 7.300911111 |
| MAD | 0.04667683951 |
| Skewness | -0.1333810461 |
| Sum | 3285.41 |
| Variance | 0.003600281613 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) | |
| 7.32 | 37 | 7.6% | |
| 7.33 | 35 | 7.2% | |
| 7.29 | 35 | 7.2% | |
| 7.3 | 31 | 6.4% | |
| 7.35 | 29 | 6.0% | |
| 7.27 | 29 | 6.0% | |
| 7.24 | 29 | 6.0% | |
| 7.31 | 25 | 5.2% | |
| 7.28 | 21 | 4.3% | |
| 7.36 | 21 | 4.3% | |
| Other values (24) | 158 | 32.6% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 7.05 | 1 | 0.2% | |
| 7.1 | 2 | 0.4% | |
| 7.13 | 1 | 0.2% | |
| 7.14 | 2 | 0.4% | |
| 7.18 | 2 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.53 | 1 | 0.2% | |
| 7.52 | 1 | 0.2% | |
| 7.46 | 1 | 0.2% | |
| 7.44 | 1 | 0.2% | |
| 7.43 | 2 | 0.4% |
Cold_Frac.5-Frac_II+III.pH_4_Buffer_Amount(L)
Numeric
| Distinct count | 323 |
|---|---|
| Unique (%) | 66.7% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.11632145 |
|---|---|
| Minimum | 7.071564972 |
| Maximum | 23.20150659 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 7.071564972 |
|---|---|
| 5-th percentile | 10.40725047 |
| Q1 | 12.1680791 |
| Median | 13.16854991 |
| Q3 | 14.12664783 |
| 95-th percentile | 15.95810311 |
| Maximum | 23.20150659 |
| Range | 16.12994162 |
| Interquartile range | 1.958568738 |
Descriptive statistics
| Standard deviation | 1.752847757 |
|---|---|
| Coef of variation | 0.1336386703 |
| Kurtosis | 3.41677592 |
| Mean | 13.11632145 |
| MAD | 1.297456973 |
| Skewness | 0.4399031362 |
| Sum | 5902.344651 |
| Variance | 3.07247526 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 14.26553672 | 4 | 0.8% | |
| 13.34274953 | 4 | 0.8% | |
| 12.47645951 | 4 | 0.8% | |
| 13.06967985 | 4 | 0.8% | |
| 13.27683616 | 3 | 0.6% | |
| 11.3559322 | 3 | 0.6% | |
| 11.91148776 | 3 | 0.6% | |
| 13.82297552 | 3 | 0.6% | |
| 14.36911488 | 3 | 0.6% | |
| 14.42561205 | 3 | 0.6% | |
| Other values (312) | 416 | 86.0% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 7.071564972 | 1 | 0.2% | |
| 8.145011299 | 1 | 0.2% | |
| 8.258003766 | 1 | 0.2% | |
| 8.286251412 | 1 | 0.2% | |
| 8.314499058 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23.20150659 | 1 | 0.2% | |
| 21.26177024 | 1 | 0.2% | |
| 18.3992467 | 1 | 0.2% | |
| 17.5047081 | 1 | 0.2% | |
| 17.24105461 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.pH_4_Buffer_Ratio(mL/L)
Highly correlated
This variable is highly correlated with Cold_Frac.5-Frac_II+III.pH_4_Buffer_Amount(L) and should be ignored for analysis
| Correlation | 0.9544784296 |
|---|
Cold_Frac.5-Frac_II+III.pH_4_Buffer_Weight(kg)
Highly correlated
This variable is highly correlated with Cold_Frac.5-Frac_II+III.pH_4_Buffer_Ratio(mL/L) and should be ignored for analysis
| Correlation | 0.9544784296 |
|---|
Cold_Frac.5-Frac_II+III.pHTiterAmount(mL)
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.484 |
|---|---|
| Minimum | 0.7 |
| Maximum | 2.7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.7 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 1.4 |
| Median | 1.5 |
| Q3 | 1.6 |
| 95-th percentile | 1.7 |
| Maximum | 2.7 |
| Range | 2 |
| Interquartile range | 0.2 |
Descriptive statistics
| Standard deviation | 0.1692693588 |
|---|---|
| Coef of variation | 0.1140629102 |
| Kurtosis | 8.846819261 |
| Mean | 1.484 |
| MAD | 0.1166755556 |
| Skewness | 0.8226035411 |
| Sum | 667.8 |
| Variance | 0.02865211581 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 1.5 | 136 | 28.1% | |
| 1.4 | 111 | 22.9% | |
| 1.6 | 90 | 18.6% | |
| 1.3 | 40 | 8.3% | |
| 1.7 | 32 | 6.6% | |
| 1.2 | 19 | 3.9% | |
| 1.8 | 7 | 1.4% | |
| 1 | 5 | 1.0% | |
| 1.9 | 3 | 0.6% | |
| 1.1 | 1 | 0.2% | |
| Other values (6) | 6 | 1.2% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.7 | 1 | 0.2% | |
| 0.9 | 1 | 0.2% | |
| 1 | 5 | 1.0% | |
| 1.1 | 1 | 0.2% | |
| 1.2 | 19 | 3.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.7 | 1 | 0.2% | |
| 2.4 | 1 | 0.2% | |
| 2.1 | 1 | 0.2% | |
| 2 | 1 | 0.2% | |
| 1.9 | 3 | 0.6% |
Cold_Frac.5-Frac_II+III.PostEth_pH
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 4.3% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.871244444 |
|---|---|
| Minimum | 6.8 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 6.8 |
|---|---|
| 5-th percentile | 6.8 |
| Q1 | 6.84 |
| Median | 6.87 |
| Q3 | 6.9 |
| 95-th percentile | 6.95 |
| Maximum | 7 |
| Range | 0.2 |
| Interquartile range | 0.06 |
Descriptive statistics
| Standard deviation | 0.04359928666 |
|---|---|
| Coef of variation | 0.006345180559 |
| Kurtosis | -0.1210733022 |
| Mean | 6.871244444 |
| MAD | 0.03496612346 |
| Skewness | 0.4066949296 |
| Sum | 3092.06 |
| Variance | 0.001900897798 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 6.88 | 43 | 8.9% | |
| 6.87 | 40 | 8.3% | |
| 6.84 | 38 | 7.9% | |
| 6.86 | 38 | 7.9% | |
| 6.89 | 37 | 7.6% | |
| 6.85 | 34 | 7.0% | |
| 6.8 | 32 | 6.6% | |
| 6.9 | 29 | 6.0% | |
| 6.83 | 29 | 6.0% | |
| 6.91 | 22 | 4.5% | |
| Other values (10) | 108 | 22.3% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 6.8 | 32 | 6.6% | |
| 6.81 | 16 | 3.3% | |
| 6.82 | 20 | 4.1% | |
| 6.83 | 29 | 6.0% | |
| 6.84 | 38 | 7.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 5 | 1.0% | |
| 6.99 | 1 | 0.2% | |
| 6.97 | 4 | 0.8% | |
| 6.96 | 5 | 1.0% | |
| 6.95 | 11 | 2.3% |
Cold_Frac.5-Frac_II+III.PostEth_pH_Adj
Constant
This variable is constant and should be ignored for analysis
| Constant value | nan |
|---|
Cold_Frac.5-Frac_II+III.PostEthTemp(°C)
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 97.9% |
| Missing (n) | 474 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -6.010807943 |
|---|---|
| Minimum | -6.042644024 |
| Maximum | -5.992065907 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -6.042644024 |
|---|---|
| 5-th percentile | -6.037737727 |
| Q1 | -6.022349954 |
| Median | -6.009228945 |
| Q3 | -5.994526625 |
| 95-th percentile | -5.992492914 |
| Maximum | -5.992065907 |
| Range | 0.05057811737 |
| Interquartile range | 0.02782332897 |
Descriptive statistics
| Standard deviation | 0.01778184245 |
|---|---|
| Coef of variation | -0.002958311532 |
| Kurtosis | -0.829902384 |
| Mean | -6.010807943 |
| MAD | 0.01429581642 |
| Skewness | -0.5911756915 |
| Sum | -60.10807943 |
| Variance | 0.000316193921 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| -6.015555382 | 1 | 0.2% | |
| -5.992065907 | 1 | 0.2% | |
| -5.99592495 | 1 | 0.2% | |
| -6.00749445 | 1 | 0.2% | |
| -6.042644024 | 1 | 0.2% | |
| -6.01096344 | 1 | 0.2% | |
| -5.994060516 | 1 | 0.2% | |
| -6.024614811 | 1 | 0.2% | |
| -5.993014812 | 1 | 0.2% | |
| -6.031741142 | 1 | 0.2% | |
| (Missing) | 474 | 97.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -6.042644024 | 1 | 0.2% | |
| -6.031741142 | 1 | 0.2% | |
| -6.024614811 | 1 | 0.2% | |
| -6.015555382 | 1 | 0.2% | |
| -6.01096344 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -5.992065907 | 1 | 0.2% | |
| -5.993014812 | 1 | 0.2% | |
| -5.994060516 | 1 | 0.2% | |
| -5.99592495 | 1 | 0.2% | |
| -6.00749445 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.PreEthTemp(°C)
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 97.9% |
| Missing (n) | 474 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -1.037176752 |
|---|---|
| Minimum | -1.062852263 |
| Maximum | -1.00072372 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1.062852263 |
|---|---|
| 5-th percentile | -1.062271243 |
| Q1 | -1.060372949 |
| Median | -1.032375932 |
| Q3 | -1.024964452 |
| 95-th percentile | -1.006077677 |
| Maximum | -1.00072372 |
| Range | 0.06212854385 |
| Interquartile range | 0.03540849686 |
Descriptive statistics
| Standard deviation | 0.02248345863 |
|---|---|
| Coef of variation | -0.02167755745 |
| Kurtosis | -1.364905586 |
| Mean | -1.037176752 |
| MAD | 0.01896882534 |
| Skewness | 0.1592598901 |
| Sum | -10.37176752 |
| Variance | 0.0005055059118 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| -1.012621403 | 1 | 0.2% | |
| -1.025250196 | 1 | 0.2% | |
| -1.00072372 | 1 | 0.2% | |
| -1.061177015 | 1 | 0.2% | |
| -1.024869204 | 1 | 0.2% | |
| -1.062852263 | 1 | 0.2% | |
| -1.057960749 | 1 | 0.2% | |
| -1.029535651 | 1 | 0.2% | |
| -1.035216212 | 1 | 0.2% | |
| -1.061561108 | 1 | 0.2% | |
| (Missing) | 474 | 97.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.062852263 | 1 | 0.2% | |
| -1.061561108 | 1 | 0.2% | |
| -1.061177015 | 1 | 0.2% | |
| -1.057960749 | 1 | 0.2% | |
| -1.035216212 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -1.00072372 | 1 | 0.2% | |
| -1.012621403 | 1 | 0.2% | |
| -1.024869204 | 1 | 0.2% | |
| -1.025250196 | 1 | 0.2% | |
| -1.029535651 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.SupernatFrac_I_Vol(L)
Numeric
| Distinct count | 407 |
|---|---|
| Unique (%) | 84.1% |
| Missing (%) | 7.0% |
| Missing (n) | 34 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8100.79721 |
|---|---|
| Minimum | 7364.913861 |
| Maximum | 8439.475248 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 7364.913861 |
|---|---|
| 5-th percentile | 7526.583614 |
| Q1 | 7706.564604 |
| Median | 8261.787129 |
| Q3 | 8313.157921 |
| 95-th percentile | 8379.352574 |
| Maximum | 8439.475248 |
| Range | 1074.561386 |
| Interquartile range | 606.5933168 |
Descriptive statistics
| Standard deviation | 318.0337641 |
|---|---|
| Coef of variation | 0.0392595637 |
| Kurtosis | -0.7324061168 |
| Mean | 8100.79721 |
| MAD | 273.8143473 |
| Skewness | -1.019061802 |
| Sum | 3645358.745 |
| Variance | 101145.4751 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 8296.49703 | 4 | 0.8% | |
| 8292.633663 | 3 | 0.6% | |
| 8292.529703 | 3 | 0.6% | |
| 8220.136634 | 3 | 0.6% | |
| 8258.811881 | 3 | 0.6% | |
| 8270.817822 | 3 | 0.6% | |
| 8334.180198 | 2 | 0.4% | |
| 8374.935644 | 2 | 0.4% | |
| 7625.762376 | 2 | 0.4% | |
| 8345.983168 | 2 | 0.4% | |
| Other values (396) | 423 | 87.4% | |
| (Missing) | 34 | 7.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 7364.913861 | 1 | 0.2% | |
| 7422.618812 | 1 | 0.2% | |
| 7424.99604 | 1 | 0.2% | |
| 7428.166337 | 1 | 0.2% | |
| 7430.344554 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8439.475248 | 1 | 0.2% | |
| 8438.571287 | 1 | 0.2% | |
| 8438.39604 | 1 | 0.2% | |
| 8427.4 | 1 | 0.2% | |
| 8422.441584 | 1 | 0.2% |
Cold_Frac.5-Frac_II+III.SupernatFrac_I_Wt(kg)
Highly correlated
This variable is highly correlated with Cold_Frac.5-Frac_II+III.SupernatFrac_I_Vol(L) and should be ignored for analysis
| Correlation | 1 |
|---|
Cold_Frac.5-Frac_II+III.SuspensionWeight
Highly correlated
This variable is highly correlated with Cold_Frac.5-Frac_II+III.SupernatFrac_I_Wt(kg) and should be ignored for analysis
| Correlation | 0.9758838965 |
|---|
Cold_Frac.5-Frac_II+III.Weight(kg)
Numeric
| Distinct count | 72 |
|---|---|
| Unique (%) | 14.9% |
| Missing (%) | 6.8% |
| Missing (n) | 33 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 713.9201774 |
|---|---|
| Minimum | 663 |
| Maximum | 751 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 663 |
|---|---|
| 5-th percentile | 691 |
| Q1 | 704 |
| Median | 714 |
| Q3 | 724 |
| 95-th percentile | 738 |
| Maximum | 751 |
| Range | 88 |
| Interquartile range | 20 |
Descriptive statistics
| Standard deviation | 14.64977257 |
|---|---|
| Coef of variation | 0.02052018284 |
| Kurtosis | 0.02663469629 |
| Mean | 713.9201774 |
| MAD | 11.68478031 |
| Skewness | -0.08068009603 |
| Sum | 321978 |
| Variance | 214.6158364 |
| Memory size | 3.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 720 | 17 | 3.5% | |
| 714 | 17 | 3.5% | |
| 710 | 17 | 3.5% | |
| 719 | 16 | 3.3% | |
| 726 | 14 | 2.9% | |
| 704 | 13 | 2.7% | |
| 722 | 13 | 2.7% | |
| 703 | 13 | 2.7% | |
| 721 | 12 | 2.5% | |
| 707 | 12 | 2.5% | |
| Other values (61) | 307 | 63.4% | |
| (Missing) | 33 | 6.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 663 | 1 | 0.2% | |
| 674 | 1 | 0.2% | |
| 675 | 1 | 0.2% | |
| 677 | 1 | 0.2% | |
| 681 | 2 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 751 | 1 | 0.2% | |
| 750 | 2 | 0.4% | |
| 749 | 2 | 0.4% | |
| 748 | 1 | 0.2% | |
| 746 | 3 | 0.6% |
Cold_Frac.5-Frac_II+III.WeightRatio(g/L)
Highly correlated
This variable is highly correlated with Cold_Frac.5-Frac_II+III.Calcs.FRII+III_PasteRecovery and should be ignored for analysis
| Correlation | 1 |
|---|
df_index
Categorical, Unique
| First 5 values |
|---|
| LB1899343 |
| LB1899344 |
| LB1899353 |
| LB1899354 |
| LB1899476 |
| Last 5 values |
|---|
| LR1999456 |
| LR1999458 |
| LR1999470 |
| LR1999472 |
| LR1999474 |
First 5 values
| Value | Count | Frequency (%) | |
| LB1899343 | 1 | 0.2% | |
| LB1899344 | 1 | 0.2% | |
| LB1899353 | 1 | 0.2% | |
| LB1899354 | 1 | 0.2% | |
| LB1899476 | 1 | 0.2% |
Last 5 values
| Value | Count | Frequency (%) | |
| LR1999474 | 1 | 0.2% | |
| LR1999472 | 1 | 0.2% | |
| LR1999470 | 1 | 0.2% | |
| LR1999458 | 1 | 0.2% | |
| LR1999456 | 1 | 0.2% |
Parameter_Set_Date
Categorical
| Distinct count | 266 |
|---|---|
| Unique (%) | 55.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 01-Oct-2019 05:00:00 PM | 11 |
|---|---|
| 17-Jan-2019 04:00:00 PM | 10 |
| 11-Jan-2019 04:00:00 PM | 9 |
| Other values (263) |
| Value | Count | Frequency (%) | |
| 01-Oct-2019 05:00:00 PM | 11 | 2.3% | |
| 17-Jan-2019 04:00:00 PM | 10 | 2.1% | |
| 11-Jan-2019 04:00:00 PM | 9 | 1.9% | |
| 07-Oct-2019 05:00:00 PM | 8 | 1.7% | |
| 06-Sep-2019 05:00:00 PM | 7 | 1.4% | |
| 02-Oct-2019 05:00:00 PM | 6 | 1.2% | |
| 30-Sep-2019 05:00:00 PM | 5 | 1.0% | |
| 08-Oct-2019 05:00:00 PM | 5 | 1.0% | |
| 03-Oct-2019 05:00:00 PM | 5 | 1.0% | |
| 12-Mar-2019 05:00:00 PM | 4 | 0.8% | |
| Other values (256) | 414 | 85.5% |
| Max length | 23 |
|---|---|
| Mean length | 23 |
| Min length | 23 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Unnamed_1
Categorical
| Distinct count | 266 |
|---|---|
| Unique (%) | 55.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 01-Oct-2019 05:00:00 PM | 11 |
|---|---|
| 17-Jan-2019 04:00:00 PM | 10 |
| 11-Jan-2019 04:00:00 PM | 9 |
| Other values (263) |
| Value | Count | Frequency (%) | |
| 01-Oct-2019 05:00:00 PM | 11 | 2.3% | |
| 17-Jan-2019 04:00:00 PM | 10 | 2.1% | |
| 11-Jan-2019 04:00:00 PM | 9 | 1.9% | |
| 07-Oct-2019 05:00:00 PM | 8 | 1.7% | |
| 06-Sep-2019 05:00:00 PM | 7 | 1.4% | |
| 02-Oct-2019 05:00:00 PM | 6 | 1.2% | |
| 30-Sep-2019 05:00:00 PM | 5 | 1.0% | |
| 08-Oct-2019 05:00:00 PM | 5 | 1.0% | |
| 03-Oct-2019 05:00:00 PM | 5 | 1.0% | |
| 12-Mar-2019 05:00:00 PM | 4 | 0.8% | |
| Other values (256) | 414 | 85.5% |
| Max length | 23 |
|---|---|
| Mean length | 23 |
| Min length | 23 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
First rows
| Cold_Frac.5-Frac_II+III.@20%FiltrationDuration(h) | Cold_Frac.5-Frac_II+III.@20%FiltrationEndTime | Cold_Frac.5-Frac_II+III.@20%FiltrationStartTime | Cold_Frac.5-Frac_II+III.AgingDuration(h) | Cold_Frac.5-Frac_II+III.Calcs.Fr23@20pctAgingDur(hours) | Cold_Frac.5-Frac_II+III.Calcs.FRII+III@20%FiltrateStepRecovery | Cold_Frac.5-Frac_II+III.Calcs.FRII+III_PasteRecovery | Cold_Frac.5-Frac_II+III.Eth_Addition.EndDT | Cold_Frac.5-Frac_II+III.Eth_Addition.StartDT | Cold_Frac.5-Frac_II+III.Eth_Addition.TankNr | Cold_Frac.5-Frac_II+III.Fibra-Cel_(g/L_CPP)(g/L_CPP) | Cold_Frac.5-Frac_II+III.Fibra-Cel_Wt(kg) | Cold_Frac.5-Frac_II+III.FR_II+III@20%FiltrateWeight(kg) | Cold_Frac.5-Frac_II+III.Frac_II_+III_@_20%_Temp_of_of_filtrate_@end_recirculation(°C) | Cold_Frac.5-Frac_II+III.FRII+III@20%_FinalpH | Cold_Frac.5-Frac_II+III.Initial_pH | Cold_Frac.5-Frac_II+III.pH_4_Buffer_Amount(L) | Cold_Frac.5-Frac_II+III.pH_4_Buffer_Ratio(mL/L) | Cold_Frac.5-Frac_II+III.pH_4_Buffer_Weight(kg) | Cold_Frac.5-Frac_II+III.pHTiterAmount(mL) | Cold_Frac.5-Frac_II+III.PostEth_pH | Cold_Frac.5-Frac_II+III.PostEth_pH_Adj | Cold_Frac.5-Frac_II+III.PostEthTemp(°C) | Cold_Frac.5-Frac_II+III.PreEthTemp(°C) | Cold_Frac.5-Frac_II+III.SupernatFrac_I_Vol(L) | Cold_Frac.5-Frac_II+III.SupernatFrac_I_Wt(kg) | Cold_Frac.5-Frac_II+III.SuspensionWeight | Cold_Frac.5-Frac_II+III.Weight(kg) | Cold_Frac.5-Frac_II+III.WeightRatio(g/L) | df_index | Parameter_Set_Date | Unnamed_1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3.450278 | 05-Jan-2019 12:44:04 AM | 04-Jan-2019 09:17:03 PM | 15.968611 | 15.968611 | 126.302457 | 93.750816 | 04-Jan-2019 05:18:56 AM | 03-Jan-2019 09:52:23 PM | V-011 | 22.083018 | 165.0 | 9673.0 | NaN | 6.8 | 7.35 | 13.832392 | 1.685207 | 14.69 | 1.6 | 6.82 | NaN | NaN | NaN | 8208.123762 | 8290.205 | 9399.000 | 718.0 | 96.094586 | LB1999003 | 01-Jan-2019 04:00:00 PM | 01-Jan-2019 04:00:00 PM |
| 1 | 2.679167 | 05-Jan-2019 03:17:38 PM | 05-Jan-2019 12:36:53 PM | 17.686111 | 17.686111 | 124.921235 | 100.246320 | 04-Jan-2019 06:55:43 PM | 04-Jan-2019 12:01:15 PM | V-012 | 22.165177 | 151.0 | 8723.0 | NaN | 6.9 | 7.33 | 13.380414 | 1.780293 | 14.21 | 1.6 | 6.89 | NaN | NaN | NaN | 7515.848515 | 7591.007 | 8614.000 | 700.0 | 102.752478 | LR1999004 | 01-Jan-2019 04:00:00 PM | 01-Jan-2019 04:00:00 PM |
| 2 | 3.179444 | 06-Jan-2019 03:57:34 AM | 06-Jan-2019 12:46:48 AM | 11.710556 | 11.710556 | 125.788551 | 93.579038 | 05-Jan-2019 01:04:10 PM | 05-Jan-2019 05:35:20 AM | V-010 | 22.403345 | 167.0 | 9611.0 | NaN | 6.9 | 7.33 | 12.542373 | 1.518463 | 13.32 | 1.4 | 6.90 | NaN | NaN | NaN | 8259.910891 | 8342.510 | 9483.000 | 715.0 | 95.918514 | LB1999005 | 02-Jan-2019 04:00:00 PM | 02-Jan-2019 04:00:00 PM |
| 3 | 2.675000 | 06-Jan-2019 08:02:38 PM | 06-Jan-2019 05:22:08 PM | 17.243056 | 17.243056 | 124.328292 | 99.814252 | 06-Jan-2019 12:07:33 AM | 05-Jan-2019 05:14:56 PM | V-011 | 22.089575 | 152.0 | 8769.0 | NaN | 6.9 | 7.37 | 13.022599 | 1.717459 | 13.83 | 1.5 | 6.93 | NaN | NaN | NaN | 7582.478218 | 7658.303 | 8684.001 | 704.0 | 102.309608 | LR1999006 | 02-Jan-2019 04:00:00 PM | 02-Jan-2019 04:00:00 PM |
| 4 | 2.704722 | 08-Jan-2019 03:07:51 AM | 08-Jan-2019 12:25:34 AM | 19.775833 | 19.775833 | 127.300833 | 100.907451 | 07-Jan-2019 04:39:01 AM | 06-Jan-2019 09:42:56 PM | V-010 | 21.419575 | 146.0 | 8894.0 | NaN | 6.9 | 7.29 | 14.237288 | 1.859459 | 15.12 | 1.6 | 6.88 | NaN | NaN | NaN | 7656.683168 | 7733.250 | 8786.000 | 705.0 | 103.430138 | LR1999008 | 04-Jan-2019 04:00:00 PM | 04-Jan-2019 04:00:00 PM |
| 5 | 3.538333 | 09-Jan-2019 10:35:12 PM | 09-Jan-2019 07:02:54 PM | 19.878889 | 19.878889 | 125.524057 | 93.180355 | 08-Jan-2019 11:10:10 PM | 08-Jan-2019 03:15:32 PM | V-010 | 22.092550 | 164.0 | 9551.0 | NaN | 6.9 | 7.31 | 14.105461 | 1.717207 | 14.98 | 1.5 | 6.87 | NaN | NaN | NaN | 8214.186139 | 8296.328 | 9427.000 | 709.0 | 95.509863 | LB1999011 | 05-Jan-2019 04:00:00 PM | 05-Jan-2019 04:00:00 PM |
| 6 | 2.408611 | 09-Jan-2019 09:48:39 AM | 09-Jan-2019 07:24:08 AM | 21.823611 | 21.823611 | 125.119509 | 100.257874 | 08-Jan-2019 09:34:43 AM | 08-Jan-2019 02:49:45 AM | V-012 | 22.127000 | 149.0 | 8636.0 | NaN | 6.8 | 7.26 | 13.775895 | 1.849755 | 14.63 | 1.6 | 6.83 | NaN | NaN | NaN | 7447.413861 | 7521.888 | 8536.000 | 692.0 | 102.764321 | LR1999010 | 05-Jan-2019 04:00:00 PM | 05-Jan-2019 04:00:00 PM |
| 7 | 2.441389 | 10-Jan-2019 05:34:34 PM | 10-Jan-2019 03:08:05 PM | 20.341667 | 20.341667 | 124.710042 | 101.658014 | 09-Jan-2019 06:47:35 PM | 09-Jan-2019 11:55:14 AM | V-011 | 22.013971 | 150.0 | 8710.0 | NaN | 6.8 | 7.24 | 11.751412 | 1.550826 | 12.48 | 1.5 | 6.80 | NaN | NaN | NaN | 7577.519802 | 7653.295 | 8683.000 | 710.0 | 104.199464 | LR1999012 | 06-Jan-2019 04:00:00 PM | 06-Jan-2019 04:00:00 PM |
| 8 | 3.432778 | 11-Jan-2019 07:14:22 AM | 11-Jan-2019 03:48:24 AM | 20.086111 | 20.086111 | 125.761628 | 92.243460 | 10-Jan-2019 07:43:14 AM | 10-Jan-2019 12:16:42 AM | V-012 | 21.932285 | 164.0 | 9639.0 | NaN | 6.9 | 7.28 | 12.721281 | 1.548862 | 13.51 | 1.4 | 6.84 | NaN | NaN | NaN | 8213.305941 | 8295.439 | 9413.000 | 707.0 | 94.549547 | LB1999013 | 07-Jan-2019 04:00:00 PM | 07-Jan-2019 04:00:00 PM |
| 9 | 3.500278 | 12-Jan-2019 03:04:40 PM | 12-Jan-2019 11:34:39 AM | 23.574167 | 23.574167 | 128.547212 | 93.039506 | 11-Jan-2019 12:00:12 PM | 11-Jan-2019 04:25:39 AM | V-011 | 22.150261 | 167.0 | 9934.0 | NaN | 6.9 | 7.27 | 11.892655 | 1.423231 | 12.63 | 1.4 | 6.91 | NaN | NaN | NaN | 8356.095050 | 8439.656 | 9566.000 | 719.0 | 95.365494 | LB1999017 | 08-Jan-2019 04:00:00 PM | 08-Jan-2019 04:00:00 PM |
Last rows
| Cold_Frac.5-Frac_II+III.@20%FiltrationDuration(h) | Cold_Frac.5-Frac_II+III.@20%FiltrationEndTime | Cold_Frac.5-Frac_II+III.@20%FiltrationStartTime | Cold_Frac.5-Frac_II+III.AgingDuration(h) | Cold_Frac.5-Frac_II+III.Calcs.Fr23@20pctAgingDur(hours) | Cold_Frac.5-Frac_II+III.Calcs.FRII+III@20%FiltrateStepRecovery | Cold_Frac.5-Frac_II+III.Calcs.FRII+III_PasteRecovery | Cold_Frac.5-Frac_II+III.Eth_Addition.EndDT | Cold_Frac.5-Frac_II+III.Eth_Addition.StartDT | Cold_Frac.5-Frac_II+III.Eth_Addition.TankNr | Cold_Frac.5-Frac_II+III.Fibra-Cel_(g/L_CPP)(g/L_CPP) | Cold_Frac.5-Frac_II+III.Fibra-Cel_Wt(kg) | Cold_Frac.5-Frac_II+III.FR_II+III@20%FiltrateWeight(kg) | Cold_Frac.5-Frac_II+III.Frac_II_+III_@_20%_Temp_of_of_filtrate_@end_recirculation(°C) | Cold_Frac.5-Frac_II+III.FRII+III@20%_FinalpH | Cold_Frac.5-Frac_II+III.Initial_pH | Cold_Frac.5-Frac_II+III.pH_4_Buffer_Amount(L) | Cold_Frac.5-Frac_II+III.pH_4_Buffer_Ratio(mL/L) | Cold_Frac.5-Frac_II+III.pH_4_Buffer_Weight(kg) | Cold_Frac.5-Frac_II+III.pHTiterAmount(mL) | Cold_Frac.5-Frac_II+III.PostEth_pH | Cold_Frac.5-Frac_II+III.PostEth_pH_Adj | Cold_Frac.5-Frac_II+III.PostEthTemp(°C) | Cold_Frac.5-Frac_II+III.PreEthTemp(°C) | Cold_Frac.5-Frac_II+III.SupernatFrac_I_Vol(L) | Cold_Frac.5-Frac_II+III.SupernatFrac_I_Wt(kg) | Cold_Frac.5-Frac_II+III.SuspensionWeight | Cold_Frac.5-Frac_II+III.Weight(kg) | Cold_Frac.5-Frac_II+III.WeightRatio(g/L) | df_index | Parameter_Set_Date | Unnamed_1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 474 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LR1999472 | 07-Oct-2019 05:00:00 PM | 07-Oct-2019 05:00:00 PM |
| 475 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999475 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 476 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999476 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 477 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999477 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 478 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999478 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 479 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LR1999474 | 08-Oct-2019 05:00:00 PM | 08-Oct-2019 05:00:00 PM |
| 480 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999457 | 13-Oct-2019 05:00:00 PM | 13-Oct-2019 05:00:00 PM |
| 481 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LB1999459 | 13-Oct-2019 05:00:00 PM | 13-Oct-2019 05:00:00 PM |
| 482 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LR1999427 | 13-Oct-2019 05:00:00 PM | 13-Oct-2019 05:00:00 PM |
| 483 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | LR1999458 | 13-Oct-2019 05:00:00 PM | 13-Oct-2019 05:00:00 PM |